✨ AI/ML, MLOps, LLMOps – Quang Duong

Implement Guardrails for Domain-specific Chatbots

Input & Output Guardrails for Food and Dish Recommendation Chatbot | Asynchronous Programming | SOLID Principles

Chatbot Guardrail

Asynchronous Programming

SOLID Principles

Open In Colab

Build Conversational Agentic Chatbot

Building conversational chatbot using agent (tool/function calling) to interact with database

Agentic Chatbot

Conversational Chatbot

Function Calling

Open In Colab

Fine-Tune Qwen2.5-3B with DPO & Unsloth

Fine-Tuning Qwen2.5-3B with DPO using Unsloth on Preference TinyStories Dataset

Finetuning

DPO

Unsloth

Qwen

Open In Colab

Supervised Fine-Tune Qwen2.5-3B with LoRA & Unsloth

Finetuning Qwen2.5-3B with SFT-Lora using Unsloth on TinyStories instruction dataset

Finetuning

LORA

Unsloth

Open In Colab

Create Preference Dataset for DPO Fine-Tuning

Leveraging LLMs for creating preference dataset for DPO Fine-Tuning

preference-dataset

Open In Colab

Create Instruction Dataset for Supervised Fine-Tuning

Leveraging LLMs for creating instruction dataset for Supervised Fine-Tuning

instruction-dataset

Open In Colab